CONVOLUTION

Question 1

is a mathematical operation that combines two functions to describe the overlap between two signals.

Answer 1

Convolution

Question 2

takes two functions and slides one of them over the other, multiplying the function values at each point where they overlap, and adding up the products to create a new function.

Answer 2

Convolution

Question 3

In image processing, ________________ can be used to implement algorithms such as edge detection, image sharpening, and image blurring. This is done by selecting the appropriate ________________

Answer 3

convolutional filtering,
kernel (convolution matrix)

Question 4

eliminate the need for manual feature extraction, which is why they work very well for complex problems such as image classification and medical image analysis.

Answer 4

convolutional neural networks (CNNs)